spinyReg: Sparse Generative Model and Its EM Algorithm

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Implements a generative model that uses a spike-and-slab like prior distribution obtained by multiplying a deterministic binary vector. Such a model allows an EM algorithm, optimizing a type-II log-likelihood.

Author
Charles Bouveyron, Julien Chiquet, Pierre Latouche, Pierre-Alexandre Mattei
Date of publication
2015-09-07 10:50:53
Maintainer
Julien Chiquet <julien.chiquet@gmail.com>
License
GPL (>= 2)
Version
0.1-0

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Man pages

spinyReg
spinyReg
spinyreg-class
Class "spinyreg"

Files in this package

spinyReg/DESCRIPTION
spinyReg/NAMESPACE
spinyReg/R
spinyReg/R/spinyReg-class.R
spinyReg/R/spinyReg.R
spinyReg/inst
spinyReg/inst/tests
spinyReg/inst/tests/prostate.rda
spinyReg/inst/tests/test_simple_run.R
spinyReg/man
spinyReg/man/spinyReg.Rd
spinyReg/man/spinyreg-class.Rd